Table 6.
Performance of confidence methods for breast cancer (78 samples: 44 class 1, 34 class 2) a.
| LEVEL | N | POS | ACC | SEN | SPC | PPV | NPV |
|---|---|---|---|---|---|---|---|
| Overall | 77.7(0.7) | 43.5(0.2) | 67.8(2.9) | 60.5(4.4) | 73.5(3.1) | 63.7(3.6) | 70.8(2.6) |
| Method 1 | |||||||
| Highest | 16.2(3.7) | 25.8(8.9) | 76.6(8.7) | 72.2(25.0) | 78.5(5.5) | 51.9(14.9) | 89.1(11.5) |
| Intermediate | 48.4(6.0) | 49.4(4.4) | 67.9(4.2) | 61.5(6.1) | 74.1(4.3) | 69.7(5.5) | 66.4(5.9) |
| Lowest | 13.1(4.3) | 43.8(10.5) | 58.7(11.4) | 54.2(19.8) | 60.8(19.7) | 52.1(15.6) | 63.7(14.6) |
| Method 2 | |||||||
| Highest | 44.9(3.1) | 42.4(3.9) | 71.3(4.1) | 62.1(7.9) | 78.1(4.9) | 67.58.4) | 73.8(4.0) |
| Intermediate | 16.9(3.9) | 46.0(8.3) | 66.8(9.7) | 63.9(15.6) | 69.8(14.0) | 64.3(14.3) | 69.4(14.0) |
| Lowest | 16.0(2.8) | 43.8(12.6) | 60.0(12.5) | 52.2(19.2) | 65.5(15.3) | 53.1(22.5) | 64.1(13.0) |
a
Please refer to footnote for Table 1.